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Mne39-004

VoxNeuro: Leakage-Safe Parkinson Screening Support via Multi-View Grassmannian Speech Analysis

Quote: Parkinsons disease (PD) affects speech production, motivating classification from repeated voice measurements. Record-wise evaluation can place recordings from the same participant in both training and test sets. We propose VoxNeuro, a novel subject-level framework combining Grassmann representations of repeated recordings with Euclidean mean-dispersion summaries through a provably positive-semidefinite kernel for support vector classification.
Abstract: https://www.medrxiv.org/content/10.64898/2026.09.27.26364114v1
Full Text: https://www.medrxiv.org/content/10.64898/2026.09.27.26364114v1.full-text
Search Similar: Brave Mojeek Startpage Dogpile Bing Googl Lycos Utub Yaho 
Search Authors: Laiba Khan Manas Waghe, 

  Javilk's Research Links Newsletter for Week 39
Updated 10/03/2026-03:08:04 AM
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